Predictions / Football / Bolivia. Primera División / Real Oruro vs Independiente Petrolero

Prediction Audit: Real Oruro vs Independiente Petrolero Prediction, Odds & AI Betting Tips

Real Oruro Real Oruro
Aug 01, 2026 - 19:00
0 1.28
3 1.32
xG Accuracy: 44%
Independiente Petrolero Independiente Petrolero

AI correctly predicted the Independiente Petrolero win.

The match finished 0–3, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade F

Each row compares the pre-match model lean to the full-time result.

  • Market Prediction Result Outcome
  • Over / Under 2.5 Under 2.5 Over 2.5 (3 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Independiente Petrolero Independiente Petrolero ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 0-3 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Real Oruro higher than the statistical model.

Largest probability gap: Real Oruro -21.9 pp

Outcome Model Closing Market Difference Signal
Real Oruro 34.2% 56.2% -21.9 pp Market Higher
Draw 29.6% 22.2% +7.5 pp Model Higher
Independiente Petrolero 36.1% 21.6% +14.5 pp Model Edge

The closing market estimates Real Oruro's win probability at 56.2%, compared with the model's estimate of 34.2%, a difference of 21.9 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.

Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.

After full time, the model's directional lean matched the result (Independiente Petrolero win 0–3).

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Independiente Petrolero higher (58.0% vs model 36.1%, 21.9 pp), but the model's lean was validated (Independiente Petrolero win 0–3).

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Prediction Timeline

How this prediction moved from forecast to full-time review.

  1. Aug 01, 2026 · 18:59 UTC Forecast generated
    • Model 1X2 · Real Oruro 34.2% · Draw 29.7% · Independiente Petrolero 36.1%
    • xG · Real Oruro 1.28 — Independiente Petrolero 1.32
  2. Aug 01, 2026 · 18:30 UTC Opening odds snapshot PRE30
    • 1X2 odds · Real Oruro 1.61 · Draw 4.08 · Independiente Petrolero 4.18
    • Implied 1X2 · Real Oruro 56.2% · Draw 22.2% · Independiente Petrolero 21.6%
    • Bookmaker · Pinnacle
  3. Aug 01, 2026 · 18:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Real Oruro 1.61 · Draw 4.08 · Independiente Petrolero 4.18
    • Implied 1X2 · Real Oruro 56.2% · Draw 22.2% · Independiente Petrolero 21.6%
    • Bookmaker · Pinnacle
  4. Aug 01, 2026 · 19:00 UTC Kickoff
  5. FT Full-time result Independiente Petrolero win · 0–3
  6. FT Prediction validated Directional lean matched full-time result
  7. Archived Prediction review

Historical Snapshot

Frozen at kickoff — the model output as it stood before the match started.

Historical verdict: Cautious / Wait

Historical label: Originally displayed as "Wait for validation".

Historical Decision Wait
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 52/100 · Moderate
  • Validation: Warning
  • Large market gap (22 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 14/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 26, 2026 · 05:44 UTC Snapshot ID: dp-1824715

Closing Odds 1.61
AI Fair Odds —
CLV Pending
Final Result Independiente Petrolero win · Real Oruro 0–3 Independiente Petrolero
Prediction ✔ Correct
Decision Grade F

Model Performance

This prediction contributes to:

  • Primary Bets ROI (180d): -100.0%

Review FAQ

How accurate was the prediction?
This page grades directional markets (1X2, Over/Under 2.5, BTTS) against the full-time result. The prediction grade reflects how many of those tracked markets matched reality.
What does xG Accuracy measure?
xG Accuracy compares the model's pre-match expected-goals profile to the actual scoreline — not whether every market hit. A strong directional review can coexist with a moderate xG accuracy score.
Why wasn't the exact score predicted?
Correct-score outcomes are low-probability tails even when the model reads the match profile well. We highlight top score bins for context; missing the exact line does not invalidate a directional review.
Does this improve the AI record?
Each finished match is logged in our validation pipeline. Aggregated hit rates and CLV studies are published separately — this page is the per-match audit trail.

Predictions are for informational purposes only. Always gamble responsibly and within your limits. Past performance does not guarantee future results.

AI match briefing

AI Match Summary

Quick read on how the model reads this matchup.

  • League: Primera División
  • Fixture: Real Oruro vs Independiente Petrolero
  • Kickoff: 2026-08-01 19:00:00
  • 1X2 (model): Home 34.2% · Draw 29.7% · Away 36.1%
  • xG (showing): Real Oruro 1.28 — Independiente Petrolero 1.32 (total xG ≈ 2.6)
  • Value headline: None — no positive EV on tracked lines at current best prices (same as the decision block: no default bet).
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 54.5% · No 45.5%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.5% · No 45.5%
  • Correct score (top bin): 1-1 (12.5%)

Saying “no value” on a snapshot is a feature, not a bug: it protects readers from forcing a play when the edge is not there.

If lines move materially, re-run generation or refresh — implied probabilities and any future EV readouts will change first.

Historical Recommendation

Historical Decision: Wait

Outcome: Validated — Pre-match lean validated against the full-time result.

Risk Factors Considered Before Kickoff

  • Price movement: implied probabilities and EV move with odds.
  • Sample / data gaps: low-information leagues widen forecast bands.
  • In-play state: goals and red cards are not modelled here.
  • Scoreline variance: the most likely scoreline is still usually a low absolute probability outcome (often well below 20%).

Last Updated

September 30, 2026 (UTC)

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Primera División Primera División — Standings
# TEAM MP W D L PTS
1 Always Ready 20 13 6 1 45
2 Bolívar 20 14 3 3 45
3 The Strongest 20 12 6 2 42
4 Real Potosí 20 8 8 4 32
5 Oriente Petrolero 20 9 3 8 30
6 Aurora 20 7 9 4 30
7 Guabirá 20 8 5 7 29
8 Blooming 20 6 9 5 27
9 Nacional Potosí 20 8 3 9 27
10 Independiente Petrolero 20 7 4 9 25
11 Real Oruro 20 6 3 11 21
12 ABB 20 6 2 12 20
13 San Antonio Bulo Bulo 20 6 2 12 20
14 Universitario de Vinto 20 5 3 12 18
15 Real Tomayapo 20 4 4 12 16
16 Gualberto Villarroel SJ 20 2 8 10 14
# TEAM MP GS GC +/- PTS
1 Bolívar 20 54 22 +32 45
2 Always Ready 20 47 13 +34 45
3 The Strongest 20 39 22 +17 42
4 Oriente Petrolero 20 36 27 +9 30
5 Guabirá 20 32 39 -7 29
6 Real Oruro 20 32 50 -18 21
7 Aurora 20 31 27 +4 30
8 ABB 20 31 45 -14 20
9 Blooming 20 30 22 +8 27
10 Nacional Potosí 20 30 28 +2 27
11 Real Potosí 20 27 14 +13 32
12 Independiente Petrolero 20 27 35 -8 25
13 Universitario de Vinto 20 26 39 -13 18
14 Gualberto Villarroel SJ 20 21 37 -16 14
15 San Antonio Bulo Bulo 20 21 40 -19 20
16 Real Tomayapo 20 15 39 -24 16
# TEAM MP xG xGC +/- PTS
1 Bolívar 20 1.6 1.4 +0.2 45
2 Real Potosí 20 1.4 1.6 -0.2 32
3 Always Ready 20 — — — 45
4 The Strongest 20 — — — 42
5 Oriente Petrolero 20 — — — 30
6 Aurora 20 — — — 30
7 Guabirá 20 — — — 29
8 Blooming 20 — — — 27
9 Nacional Potosí 20 — — — 27
10 Independiente Petrolero 20 — — — 25
11 Real Oruro 20 — — — 21
12 ABB 20 — — — 20
13 San Antonio Bulo Bulo 20 — — — 20
14 Universitario de Vinto 20 — — — 18
15 Real Tomayapo 20 — — — 16
16 Gualberto Villarroel SJ 20 — — — 14